[2025-10-01T08:25:58.335314] [QUERYOME] Starting research for query 1334: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
A 5 year child is brought with brown coloured urine and oliguria since 3 days with mild facial puffiness and pedal edema with 3+ proteinuria, BP 126/90. Urine examination shows RBCs 100/hpf and granular casts. Which of the following doesn't present with this finding? 

Options:
{'A': 'Minimal change disease', 'B': 'Membranous glomerulonephritis', 'C': 'FSGS', 'D': 'IgA nephropathy'}'
[2025-10-01T08:25:58.396568] [PI] Starting research for query: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
A 5 year child is brought with brown coloured urine and oliguria since 3 days with mild facial puffiness and pedal edema with 3+ proteinuria, BP 126/90. Urine examination shows RBCs 100/hpf and granular casts. Which of the following doesn't present with this finding? 

Options:
{'A': 'Minimal change disease', 'B': 'Membranous glomerulonephritis', 'C': 'FSGS', 'D': 'IgA nephropathy'}'
[2025-10-01T08:25:58.398598] Saving text to bench_final/run1/medmcqa/medmcqa_1333/pi_initial_prompt.txt
[2025-10-01T08:25:58.413101] [PI] Calling o3 for initial analysis...
[2025-10-01T08:26:04.271134] [PI] Reasoning iteration 1
[2025-10-01T08:26:04.273193] [PI] Executing function call 1: hybrid_search
[2025-10-01T08:26:04.275679] [PI] Function arguments: {'query': 'minimal change disease hematuria uncommon children nephrotic syndrome', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T08:26:04.277389] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T08:26:28.922406] [PI] Function hybrid_search executed successfully
[2025-10-01T08:26:28.925408] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T08:26:28.938613] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T08:26:33.350930] [PI] Reasoning iteration 2
[2025-10-01T08:26:33.352556] [PI reasoning] **Exploring hematuria studies**

I'm finding studies discussing minimal change disease and its relation to hematuria incidence, which could indicate that hematuria is indeed uncommon. There’s potential to gather more specific information about hematuria in the context of membranous glomerulonephritis (GN). I’m considering how this information intertwines and helps clarify our understanding of these conditions. There’s definitely some valuable evidence to explore further!
[2025-10-01T08:26:33.356728] [PI] Executing function call 1: hybrid_search
[2025-10-01T08:26:33.358300] [PI] Function arguments: {'query': 'membranous nephropathy hematuria incidence', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T08:26:33.360728] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T08:26:55.612631] [PI] Function hybrid_search executed successfully
[2025-10-01T08:26:55.615722] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T08:26:55.621637] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T08:26:58.516400] [PI] Reasoning iteration 3
[2025-10-01T08:26:58.518310] [PI] Executing function call 1: hybrid_search
[2025-10-01T08:26:58.521838] [PI] Function arguments: {'query': 'focal segmental glomerulosclerosis hematuria children', 'k': 5, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T08:26:58.523576] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T08:27:16.062670] [PI] Function hybrid_search executed successfully
[2025-10-01T08:27:16.066276] Saving JSON to bench_final/run1/medmcqa/medmcqa_1333/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T08:27:16.080642] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T08:27:24.476739] [PI] Reasoning iteration 4
[2025-10-01T08:27:24.478555] [PI] No function calls found in response
[2025-10-01T08:27:24.481399] [PI] No more function calls - research complete
[2025-10-01T08:27:24.483549] Saving text to bench_final/run1/medmcqa/medmcqa_1333/pi_final_answer.txt
[2025-10-01T08:27:24.492204] [QUERYOME] Query completed successfully
